Correlation Analysis Courses and Certifications

Feature Engineering and Correlation Analysis in Pandas

Master feature engineering techniques and correlation analysis in Pandas to create meaningful data insights, visualize relationships through heatmaps, and enhance predictive modeling capabilities.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Fields Institute

Correlation Scenarios and Correlation Stress Testing

Explore advanced techniques in financial risk management, focusing on correlation scenarios and stress testing methodologies for enhanced wealth management strategies.

• YouTube
• 57 minutes
• On-Demand
• Free Video

Time Series Analysis in R

Learn the core techniques necessary to extract meaningful insights from time series data.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

DigitalSreeni

Correlation Analysis in Python - Pearson vs Spearman Correlation

Master correlation analysis fundamentals using Python with Pearson and Spearman methods, assumption checking, and visualization techniques through the Palmer Penguins dataset.

• YouTube
• 46 minutes
• On-Demand
• Free Video

DigitalSreeni

Advanced Correlation Analysis in Python - Confidence Intervals and Statistical Testing - Part 3/4

Master advanced correlation analysis with confidence intervals, multiple testing corrections, bootstrap validation, and hierarchical clustering for statistically rigorous results.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Introduction to Supervised Machine Learning

Master supervised machine learning through hands-on wine quality prediction, implementing linear and logistic regression models while exploring feature analysis, gradient descent, and model evaluation techniques.

• CodeSignal
• 4 hours
• On-Demand
• Free Certificate

Advanced Data Analysis with Pandas

Master advanced Pandas techniques for data analysis, from multi-level indexing to sophisticated aggregations and correlations. Learn to merge datasets, perform complex group operations, and extract meaningful insights from your data.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

PredictHealth's Insurance Data & Basic Regression

Master insurance cost prediction through data exploration, visualization, correlation analysis, and simple regression modeling with real PredictHealth datasets.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Dimensionality Reduction with Feature Selection

Master specialized feature selection techniques to optimize machine learning models by removing low-variance features, applying correlation analysis, and using advanced methods like RFE.

• CodeSignal
• 4 hours
• On-Demand
• Free Certificate

Learn R for Business Analytics from Basics

1473 ratings at Udemy

Know basics of Business Analytics ?! Work-out those skills further on R-platform. Learn R for BA over a weekend !

• Udemy
• 1 hour 43 minutes
• On-Demand
• Free Online Course

HR Analytics Online Course for Human Resources (Accredited)

990 ratings at Udemy

20 CPDs+People Analytics&Analytical Process to Human Capital + XL & Open Source Data Mining&ML Tools +6 Data Assignments

• Udemy
• 6 hours 43 minutes
• On-Demand
• Paid Course

Professional Certificate of IBM SPSS Statistics Expert

680 ratings at Udemy

Professional Certificate of IBM SPSS Statistics Expert: Business Analysis, Business intelligence, Data Analysis in SPSS

• Udemy
• 2 hours 18 minutes
• On-Demand
• Paid Course

Data Analysis with Python

644 ratings at Udemy

Statistics introduction applied to data science. Focus on Exploratory Data Analysis (EDA).

• Udemy
• 2 hours 23 minutes
• On-Demand
• Paid Course

Introduction to SPSS

461 ratings at Udemy

An Introduction to the SPSS software program and basic descriptive and inferential statistics

• Udemy
• 1 hour 52 minutes
• On-Demand
• Paid Course

Data Science Project Capstone: Predicting Bicycle Rental

21 ratings at Coursera

Dive into predictive modeling with linear regression to forecast bicycle rental demand, analyzing weather patterns and temporal factors while mastering data acquisition and correlation techniques.

• Coursera
• 7 hours 23 minutes
• On-Demand
• Paid Course